文章基本信息

标题：A Study on the Influence of Luminance L* in the L*a*b* Color Space during Color Segmentation
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作者：Rodolfo Alvarado-Cervantes ; Edgardo M. Felipe-Riveron ; Vladislav Khartchenko 等
期刊名称：Journal of Computer and Communications
印刷版ISSN：2327-5219
电子版ISSN：2327-5227
出版年度：2016
卷号：04
期号：03
页码：28-34
DOI：10.4236/jcc.2016.43005
语种：English
出版社：Scientific Research Publishing
摘要：In this paper an evaluation of the influence of luminance L* at the L*a*b* color space during color segmentation is presented. A comparative study is made between the behavior of segmentation in color images using only the Euclidean metric of a* and b* and an adaptive color similarity function defined as a product of Gaussian functions in a modified HSI color space. For the evaluation synthetic images were particularly designed to accurately assess the performance of the color segmentation. The testing system can be used either to explore the behavior of a similarity function (or metric) in different color spaces or to explore different metrics (or similarity functions) in the same color space. From the results is obtained that the color parameters a* and b* are not independent of the luminance parameter L* as one might initially assume.
关键词：Color Image Segmentation;CIELAB Color Space;L*a*b* Color Space;Color Metrics;Color Segmentation Evaluation;Synthetic Color Image Generation